Industry landscapes
The companies, capital and talent shaping transportation and logistics in Brazil. Find the leaders. Understand the segments. See where the activity is.
An industry ecosystem,
measured in context.
24 featured companies from the funding, hiring, revenue and team-size leaderboards.
Locked revenue figures are available in Radar; the eight company financial previews stay the same throughout this page. A dash means the figure is outside these featured lists. Revenue years vary by company; the figures are not a like-for-like revenue comparison. Compare annual accounts ↗
No company example met every recorded classification, independence and public-profile gate in this snapshot. The live directory may have newer qualifying companies.
Explore classified startups in Radar ↗A few useful ratios bring the size of this ecosystem into perspective.
23 of 547 tracked companies have open roles.
21 of 547 tracked companies have a recorded round.
Share of disclosed capital received by the three largest recorded recipients.
Midpoint of 18 rounds with a disclosed amount.
Scale is concentrated. Opportunity is broader. The three largest funding recipients hold 66.8% of disclosed capital, while 96.2% of tracked companies have no recorded funding round.
Explore the segments →Recorded company formation and disclosed funding across the complete annual series shown.
Sum of recorded funding rounds · USD
| Year | Funding (USD) | Founded | Raising |
|---|---|---|---|
| 2016 | $0 | 14 | 0 |
| 2017 | $500M | 12 | 1 |
| 2018 | $194.16M | 13 | 1 |
| 2019 | $695.9M | 22 | 3 |
| 2020 | $217.34M | 15 | 2 |
| 2021 | $550.38M | 10 | 3 |
| 2022 | $1.48B | 3 | 3 |
| 2023 | $616.78K | 5 | 1 |
| 2024 | $194.36M | 0 | 2 |
| 2025 | $46.96M | 2 | 1 |
Share of all disclosed company funding.
24 recorded rounds since 2016
Recorded participation in transportation and logistics company rounds since 2016.
Participating investors were not recorded in this snapshot.
Backed by SoftBank Latin America Fund and Tencent and others.
Backed by Equity International.
Backed by Macquarie.
Backed by Bicycle Capital.
Participating investors were not recorded in this snapshot.
Backed by Ace Ventures.
Backed by GR8 Ventures and ACE Ventures and others.
No reviewed exact national-ID connector has yet been qualified for Brazil; this is a checked implementation boundary, not evidence that filings are absent.
How the Brazil companies on this page show up online: the sites people visit, the apps they install, and how often those apps ship.
11 of the 548 companies on this page carry a measured traffic record (2%); these are the largest of those, by monthly visits. The median among them is 362,289 visits.
| Company | Monthly visits | Authority | Mobile |
|---|---|---|---|
| GOL Linhas Aéreas Inteligentesvoegol.com.br | 5,076,287 | 74 | 60.5% |
| Jadlogjadlog.com.br | 3,486,284 | 58 | 75.3% |
| Movidamovida.com.br | 1,300,818 | 56 | 57.1% |
| Braspressbraspress.com | 932,518 | 49 | 60.3% |
| Aguiabrancaaguiabranca.com.br | 742,735 | 47 | 64.4% |
| Aluguefocoaluguefoco.com.br | 362,289 | 40 | 76.6% |
| Viacaogarciaviacaogarcia.com.br | 266,058 | 48 | 66.6% |
| SuperViasupervia.com.br | 256,284 | 48 | 88.9% |
| CCR Groupgrupoccr.com.br | 27,036 | 34 | 24.9% |
| Omnibrasilomnibrasil.com.br | 19,599 | 27 | 61.9% |
Visits and authority are third-party web estimates, not company-reported figures.
65 of these companies (11.9%) publish at least one Android app — 91 apps in all, carrying 51.2M installs between them.
| App | Installs | Rating | Store category |
|---|---|---|---|
| CorreiosCorreios | 23M | 4.3 | Productivity |
| GOL | Airline TicketsGOL Linhas Aéreas Inteligentes | 12.3M | 3.9 | Travel & Local |
| Movida: Aluguel de CarrosMovida | 5.8M | 4.3 | Travel & Local |
| Correios CelularCorreios | 2.9M | 2 | Communication |
| Motiva RodoviasCCR Group | 913.9K | — | Travel & Local |
| Águia Branca: Comprar PassagemAguiabranca | 867.3K | 3.8 | Travel & Local |
| Motorista PX - Você só dirige!Motorista PX | 855.3K | — | Productivity |
| Sou CorreiosCorreios | 797.2K | 2.1 | Business |
| Tmov: frete de carga pesadaTMOV | 731.9K | — | Maps & Navigation |
| JADLog - apenas entregadoresJadlog | 573.2K | — | Business |
Installs are lifetime totals to date at the June 2026 store reading — a measure of reach, not of people using an app today.
The busiest app inside each of this page’s own segments, with the quarterly release trend behind it (2024Q1–2026Q2).
| Segment | Apps | Installs | Leading app | Release trend |
|---|---|---|---|---|
| Freight Forwarders | 29 | 28.1M | Correios 23M | |
| Cep | 5 | 27.3M | Correios Celular 2.9M | |
| Travel Agencies | 4 | 18.9M | GOL | Airline Tickets 12.3M | |
| Passenger Airlines | 2 | 12.3M | MRS Logística 995 | |
| Car Rentals | 18 | 6.5M | Movida: Aluguel de Carros 5.8M | |
| Bus Operators | 7 | 1.5M | Águia Branca: Comprar Passagem 867.3K | |
| Trucking | 18 | 1.1M | Motorista PX - Você só dirige! 855.3K | |
| Logistics Tech | 8 | 80.4K | Skymark Móvel 53.8K |
A company can carry several segment tags, so these rows overlap and should not be added together. Trend lines are zero-based and share one quarter grid, so a flat line is a quiet segment, not a missing one.
New apps published, beside apps whose most recent update landed in that quarter — the second bar is how much of the shelf is still being maintained.
Darker bars are new releases, lighter bars apps updated. 28 of 91 apps carry a release date. The series ends at 2025Q3, the last quarter that closed before the June 2026 reading.
Explore the segments behind the headline numbers.
Rank segments by scale, hiring or disclosed funding.
Companies can sit in several segments. Counts and funding overlap.
The largest measured segment in this report snapshot.
0 companies hiring · $0 disclosed funding
Explore in RadarCommon revenue models; a company can use more than one.
Recorded corporate activity linked to companies in this landscape.
Bloomberg News reported later on Monday that Ultrapar Chairman Marcos Lutz was engaging in talks, alongside infrastructure fund Perfin, to acquire a 30% stake in Brazilian railway operator Rumo.
Tidewater has reached a deal to acquire Wilson Sons at an enterprise value of approximately $500 million, adding 22 platform supply vessels to its global fleet.
According to the initial outline of the IPO discussions, the federal government would remain the majority shareholder, with at least 51% of the company's shares.
VLI, a logistics company that operates ports, railways, and terminals, has completed two debenture issuance processes, raising a total of R$2 billion for works on the Centro-Atlântica Railway and the Luiz Antonio Mesquita Port Integration Terminal, known as Tiplam, located in Baixada Santista.
Stocche Forbes acted as deal counsel in the public offering of the first issuance of debentures by Embraport – Empresa Brasileira de Terminais Portuários (from DP World group) in the total amount of BRL 2,115,400,000, 00 and directed to professional investors pursuant to CVM 160.
At the public equity bid (OPA) of Wilson Sons, SAS Shipping Agencies Services Sàrl, subsidiary of MSC, acquired the corresponding 29.57% of the company's share capital, at the unit price of R$ 18.53.
Brazil’s Azul Linhas Aereas has ended commercial discussions regarding the merger with Abra Group’s GOL Linhas Aéreas Inteligentes (GOL), according to a securities filing on September 25, 2025.
The Movida started an offer of R$ 1 billion in debentures with maturity in six years. Vehicle rental company will use the money in early rescue of 9th issue debentures
Pinheiro Neto Advogados advised the issuer and Monteiro, Rusu, Cameirão e Bercht Advogados advised the bookrunners on the 3rd issuance of simple debentures, non-convertible into shares, of Omni Taxi Aéreo, for public distribution, according to CVM 160, under firm commitment of UBS BB Corretora de Câmbio, Títulos e Valores Mobiliários and Caixa Econômica Federal, as bookrunners, in the total amount of BRL 200 million.
Brazil’s largest investment bank, BTG Pactual, actively negotiates the purchase of Invepar’s controlling stake in Guarulhos International Airport, São Paulo.
Top 10 categories among 127 recorded events in the 24-month window.
3 companies with recorded IPO activity
3 tracked people moves
Appointment financial director
Promotion Director-President
Appointment Chief Executive Officer
4 recorded customer wins
Customer: TotalEnergies EP Brasil
Customer: TotalEnergy EP BrazilOil & Gas
Customer: Homeland InvestmentsInsurance
Customer: petroreconcavoOil and Gas
1 companies with reported reductions
15,000 rolescost reduction
4 recorded events
approved for dividend distribution
approved plan to cut >$2B debtUS court
approved for quotationFMDQ Securities Exchange
Administrative Council of Economic Defense (Cade)
1 tracked suits
corporate merger dispute regarding LAN-TAM fusionRegulatory ·
Reported company results in the recorded window.
Median across 13 reported growth observations; companies may contribute multiple periods.
Company-linked deal reports; status is preserved as recorded.
| Acquirer → target | Status | Date | Value / context |
|---|---|---|---|
| Ultrapar and Perfin→Rumo ↗ | Rumored | 2026-03-10 | Not stated in snapshot |
| Tidewater→Wilson Sons Ultratug ↗ | Announced | 2026-02-23 | $500.0M |
| SAS Shipping Agencies Services Sàrl→wilson sons ↗ | Announced | 2025-10-24 | Not stated in snapshot |
| Azul Linhas Aereas→gol linhas aéreas inteligentes | Terminated | 2025-09-25 | Not stated in snapshot |
| Na→wilson sons ↗ | Completed | 2025-08-15 | $594.0M |
| msc mediterranean shipping company→wilson sons ↗ | Completed | 2025-06-04 | $594.0M |
A discussion or rumour is not a completed transaction. An unstated value is not zero.
1 postings in the preceding 12 months. The full 2-posting snapshot covers 2 employers.
No repeated job title is supported by this snapshot.
0 tracked postings mention remote work.
Top skills across 2 tracked postings in the available jobs snapshot.
| Company | Employees |
|---|---|
| CCR Group ↗ | 17,000 |
| Randoncorp ↗ | 17,000 |
| GOL Linhas Aéreas Inteligentes ↗ | 13,765 |
| Rumo ↗ | 9,102 |
| vix logistica ↗ | 8,000 |
| wilson sons ↗ | 3,920 |
| tegma ↗ | 1,486 |
| brasil terminal portuario ↗ | 1,300 |
54 founders and chief executives across 51 companies.
CEO JKL Energy, The Founder Capital, JKL Holdings, JKL Biotech, Agroterra Farm, Vip Logístic, ex- Brazilian army. Eniac University Center BE 2026
Rumo, ex-Positive Labs, ex-Bleuroy Com Groupe Highco, Université de Nice-Sophia Antipolis, 2008
Ex-Seara Alimentos, Louis Dreyfus Commodities, Votorantim Cimentos, PricewaterhouseCoopers. Parana Social Studies Foundation 1993, USP MBA 2003
ex-International Flavors & Fragrances, Sadia. Getulio Vargas Foundation MBA
Capital Lab Ventures, Akha Ventures. University of Sao Paulo LLB 1998, PHD 2004
Ex - Inspection Network, Founder Maximize Technology and Brending.
Ecar Group, ex-Co-Founder Gringo, Dispatching Staff. FGV MBA 2018
Ex - CEO Grupo Vamos, Executive Director Petrobras Distribuidora S.A., Board Member CDGN, Supply Chain Director Companhia Siderúrgica Nacional…
Vila 11, ex-Btg Pactual, ex-Bracor Investimentos Imobiliarios, Northwestern University - Kellogg School of Management, 2018
Ex-Log-In Logística Intermodal, LATIN AMERICA LOGISTICS. Federal University of Parana BS 2005, Harvard University 2021
Mineracao Morro do Ipe, ex-Ferrous Resources do Brasil, CSN. PUC Minas BSc 1987, Campinas State University MSc 1990
Advisor - Tomorrow Capital. Thunderbird School of Global Management Master of Business Administration 2007
4 profiles with education records.
0 profiles with prior-work records.
Profiles cover recorded founders and leaders; contact details remain in Radar.
490,240 articles in the measured 12-month window.
Transportation and Logistics coverage across Brazil · articles per complete quarter
| Quarter | Articles |
|---|---|
| 2021Q2 | 48,295 |
| 2021Q3 | 53,235 |
| 2021Q4 | 41,114 |
| 2022Q1 | 43,052 |
| 2022Q2 | 43,705 |
| 2022Q3 | 46,334 |
| 2022Q4 | 72,833 |
| 2023Q1 | 64,637 |
| 2023Q2 | 96,304 |
| 2023Q3 | 74,237 |
| 2023Q4 | 54,862 |
| 2024Q1 | 62,377 |
| 2024Q2 | 74,026 |
| 2024Q3 | 81,288 |
| 2024Q4 | 84,394 |
| 2025Q1 | 103,357 |
| 2025Q2 | 81,845 |
| 2025Q3 | 313,440 |
| 2025Q4 | 50,297 |
| 2026Q1 | 52,400 |
Article volume measures coverage, not market sales.
87 recorded company events across 26 companies; percentages use that event total.
Transportation and Logistics coverage across Brazil · ranked by full-period article count.
Recent and prior counts use the source comparison windows.
Transportation and Logistics coverage across Brazil
| Keyword | Recent | Prior | Change |
|---|---|---|---|
| countries | 4,191 | 1,859 | 125% |
| tariff negotiations | 3,301 | 2,153 | 53% |
| trade dispute mechanisms | 1,390 | 787 | 77% |
| free trade deals | 1,373 | 957 | 43% |
| bilateral trade | 1,063 | 692 | 54% |
| angel investors | 1,057 | 327 | 223% |
| preferential tariff | 1,039 | 552 | 88% |
| tariff rate quota | 860 | 420 | 105% |
| mfn tariff | 694 | 364 | 91% |
| stock performance | 587 | 405 | 45% |
| olympic team selections | 228 | 1,429 | -84% |
| geopolitical alliances | 718 | 1,094 | -34% |
| olympic trials | 191 | 1,059 | -82% |
| ronaldo | 571 | 985 | -42% |
| summer olympics athletics | 74 | 934 | -92% |
Transportation and Logistics coverage across Brazil
territories, disputed islands, countries
15.8% critical · 11.6% positiveangel investors, early-stage investment, asset acquisition
33.0% critical · 40.7% positivegdp growth rate, economic growth statistics, economic output growth
26.6% critical · 45.0% positiveTransportation and Logistics coverage across Brazil. Topic labels describe recorded classifications and can include broad context.
6,419 papers in the recorded worldwide scope.
Tone counts: 5,520 positive · 624 neutral · 275 negative.
Landmark: Challenges in Scaling Up Biofuels Infrastructure
Landmark: Assessing the impacts of deploying a shared self-driving urban mobility system: An agent-based model applied to the city of Lisbon, Portugal
Landmark: The Two-Echelon Capacitated Vehicle Routing Problem: Models and Math-Based Heuristics
Common problems researchers identify · 0120.3% of this theme group
Researchers highlight difficulties in optimizing and managing supply chain operations and risk mitigation.
Supply chain (148) · Supply chain optimization (71) · Supply chain management (61) · Supply chain risk management (25)
Supply chain optimization
Supply Chain Optimization, Management and Integration: Emerging Applications
| Year | Share index |
|---|---|
| 2022 | 1840.8 |
| 2023 | 1936.3 |
| 2024 | 2116.2 |
| 2025 | 2094.9 |
Common problems researchers identify · 0218.7% of this theme group
Studies point to persistent problems in overseeing large vehicle fleets and related operational research.
Fleet management (118) · Aeronautics (19) · Operations management (23) · Operations research (20)
Making Fleet Management Easier.
Guide for Fleet Management
| Year | Share index |
|---|---|
| 2022 | 551.3 |
| 2023 | 517.7 |
| 2024 | 420.5 |
| 2025 | 186.4 |
Common problems researchers identify · 0317.8% of this theme group
Papers discuss inefficiencies and obstacles in truck fleet operations and transport engineering practices.
Fleet management (119) · Transport engineering (68) · Truck (29) · Operations management (23)
EVALUATION OF THE POSSIBILITY OF IMPROVING THE OPERATION OF A TRANSPORT COMPANY IN THE CONTEXT OF THE VEHICLE FLEET MANAGEMENT
Road Transport Management System : fleet management
| Year | Share index |
|---|---|
| 2022 | 622.4 |
| 2023 | 600.6 |
| 2024 | 479.3 |
| 2025 | 309.6 |
Common problems researchers identify · 0416.0% of this theme group
Research identifies challenges in vehicle routing, GPS reliability, and public transit scheduling.
Global Positioning System (22) · Public transport (18) · Vehicle routing problem (14) · Routing (13)
A Vehicle Tracking Device with Built-in Safety Features for Public Transportation Systems
Positioning needs for public transport
| Year | Share index |
|---|---|
| 2022 | 1213.3 |
| 2023 | 1164.9 |
| 2024 | 1021.6 |
| 2025 | 1095.4 |
Common problems researchers identify · 0513.4% of this theme group
Works focus on emissions, fuel consumption, and alternative fuels for heavy‑duty trucks.
Truck (22) · Fuel efficiency (13) · Liquefied natural gas (6) · Diesel fuel (5)
Improvement of environmental compliance of urban transport system through enlarging fleet of gas-engine municipal machinery
Toward Sustainable Trucking: Reducing Emissions and Fuel Consumption
| Year | Share index |
|---|---|
| 2022 | 438.9 |
| 2023 | 423.9 |
| 2024 | 335.3 |
| 2025 | 320.3 |
Common problems researchers identify · 067.3% of this theme group
Analyses address adoption hurdles, charging logistics, and management of electric commercial fleets.
Electric vehicle (22) · Electrification (15) · Electricity (7) · Fleet management (35)
Potential Users of Electric Mobility in Commercial Transport – Identification and Recommendations
Classification of Electric Vehicle Fleets Considering the Complexity of Fleet Charging Schedules
| Year | Share index |
|---|---|
| 2022 | 576.1 |
| 2023 | 631.0 |
| 2024 | 575.5 |
| 2025 | 551.4 |
Common problems researchers identify · 076.5% of this theme group
Studies examine raw material sourcing, logistics, and integration challenges for biofuel production.
Biomass (26) · Biofuel (24) · Raw material (17) · Supply chain (38)
Integrated biomass supply and logistics: a modeling environment for designing feedstock supply systems for biofuel production.
Modeling of biomass-to-energy supply chain operations: Applications, challenges and research directions
| Year | Share index |
|---|---|
| 2022 | 776.5 |
| 2023 | 772.6 |
| 2024 | 707.2 |
| 2025 | 662.2 |
Cautions · 0142.7% of this theme group
Cautions are raised about infrastructure limits and driver awareness affecting fuel‑saving strategies.
Fleet management (47) · Fuel efficiency (8) · Transport engineering (15) · Operations management (5)
Analysis of Fleet Management and Infrastructure Constraints in On-Demand Urban Air Mobility Operations
How to Use Advanced Fleet Management System to Promote Energy Saving in Transportation: A Survey of Drivers’ Awareness of Fuel-Saving Factor
| Year | Share index |
|---|---|
| 2022 | 666.2 |
| 2023 | 631.1 |
| 2024 | 486.5 |
| 2025 | 311.2 |
Cautions · 0231.1% of this theme group
Researchers warn of performance uncertainties and charging strategy complexities for electric urban freight.
Public transport (11) · Truck (15) · Electrification (7) · Transport engineering (14)
Performance analysis and fleet requirements of automated demand-responsive transport systems as an urban public transport service
Different Charging Strategies for Electric Vehicle Fleets in Urban Freight Transport
| Year | Share index |
|---|---|
| 2022 | 637.3 |
| 2023 | 611.1 |
| 2024 | 554.8 |
| 2025 | 558.5 |
Cautions · 0314.6% of this theme group
Papers caution that machine‑learning approaches may not fully address sustainability and risk concerns.
Supply chain (23) · Supply chain optimization (9) · Supply chain management (6) · Supply chain risk management (3)
Sustainable Supply Chain Management and Optimization
Supply Chain Optimization: Machine Learning Applications in Inventory Management for E-Commerce
| Year | Share index |
|---|---|
| 2022 | 1840.8 |
| 2023 | 1936.3 |
| 2024 | 2116.2 |
| 2025 | 2094.9 |
Cautions · 0411.6% of this theme group
Analyses highlight cost uncertainties and scale‑dependency in biomass‑to‑fuel supply chains.
Biofuel (11) · Biomass (7) · Production (9) · Raw material (5)
Cost optimization of biofuel production – The impact of scale, integration, transport and supply chain configurations
Resource efficiency or economy of scale: Biorefinery supply chain configurations for co-gasification of black liquor and pyrolysis liquids
| Year | Share index |
|---|---|
| 2022 | 643.9 |
| 2023 | 632.3 |
| 2024 | 603.0 |
| 2025 | 505.2 |
Opportunities · 0124.5% of this theme group
Opportunities focus on improving performance and resilience through sophisticated supply chain models.
Supply chain (838) · Supply chain management (220) · Supply chain optimization (309) · Supply chain risk management (68)
Optimization of the supply chain to improve the on-time performance
Supply Chain Optimization and Logistics
| Year | Share index |
|---|---|
| 2022 | 1840.8 |
| 2023 | 1936.3 |
| 2024 | 2116.2 |
| 2025 | 2094.9 |
Opportunities · 0217.6% of this theme group
Research explores robust routing, fleet sizing, and scheduling for emerging mobility‑on‑demand services.
Vehicle routing problem (156) · Routing (84) · Truck (129) · Service (145)
Distributionally Robust Optimization Approaches for a Stochastic Mobile Facility Fleet Sizing, Routing, and Scheduling Problem
Optimizing Vehicle Distributions and Fleet Sizes for Shared Mobility-on-Demand
| Year | Share index |
|---|---|
| 2022 | 316.1 |
| 2023 | 304.5 |
| 2024 | 265.2 |
| 2025 | 263.3 |
Opportunities · 0317.2% of this theme group
Studies promote data‑driven maintenance strategies to enhance vehicle reliability and reduce downtime.
Fleet management (466) · Predictive maintenance (46) · Transport engineering (116) · Preventive maintenance (35)
A Simulation and Optimization Methodology for Reliability of Vehicle Fleets
DEVELOPMENT OF OPTIMIZED MAINTENANCE SYSTEM FOR VEHICLE FLEET
| Year | Share index |
|---|---|
| 2022 | 477.5 |
| 2023 | 450.8 |
| 2024 | 350.4 |
| 2025 | 173.6 |
Opportunities · 0413.8% of this theme group
Works present combined approaches for flight scheduling, fleet assignment, and aircraft routing.
Operations research (192) · Fleet management (309) · Scheduling (86) · Aviation (36)
An Integrated Approach for Airline Flight Selection and Timing, Fleet Assignment, and Aircraft Routing
A new approach to fleet assignment and aircraft routing problems
| Year | Share index |
|---|---|
| 2022 | 363.9 |
| 2023 | 329.4 |
| 2024 | 199.8 |
| 2025 | 83.4 |
Opportunities · 0510.1% of this theme group
Research advances GPS‑based tracking and IoT solutions for real‑time transportation management.
Global Positioning System (230) · Vehicle tracking system (70) · Tracking system (46) · Automatic vehicle location (49)
Transportation Management System
Smart Transportation Tracking and Management System using IOT
| Year | Share index |
|---|---|
| 2022 | 750.1 |
| 2023 | 726.5 |
| 2024 | 598.2 |
| 2025 | 660.4 |
Opportunities · 069.4% of this theme group
Papers develop frameworks for managing battery health, tariffs, and infrastructure for electric vehicle fleets.
Electric vehicle (110) · Electrification (63) · Battery (40) · Fleet management (161)
Electric bus fleet charging management: A robust optimisation framework addressing battery ageing, time-of-use tariffs, and energy consumpti
Designing Charging Infrastructure for a Fleet of Electric Vehicles Operating in Large Urban Areas
| Year | Share index |
|---|---|
| 2022 | 450.6 |
| 2023 | 502.5 |
| 2024 | 485.5 |
| 2025 | 460.4 |
Opportunities · 077.5% of this theme group
Studies propose multi‑objective designs for environmentally and economically efficient biofuel production.
Biomass (94) · Biofuel (92) · Supply chain (229) · Supply chain optimization (108)
Multi-Objective Optimization to Support the Design of a Sustainable Supply Chain for the Generation of Biofuels from Forest Waste
Economic, environmental and social optimization of forest-based biomass supply chains for bioenergy and biofuels
| Year | Share index |
|---|---|
| 2022 | 2360.6 |
| 2023 | 2443.1 |
| 2024 | 2566.2 |
| 2025 | 2484.9 |
Orientation shares compared with 25,000 papers in the reference sample.
| Research orientation | This field | Reference sample |
|---|---|---|
| Promising | 48.3% | 37.1% |
| Descriptive | 18.2% | 17.4% |
| Breakthrough | 14.6% | 26.4% |
| Problem-identifying | 12.7% | 10.0% |
| Comparative | 3.2% | 3.7% |
| Cautionary | 2.8% | 4.4% |
| Critical | 0.2% | 1.0% |
Counts and shares refer to the stated research pool. A low count describes how much of that research is recorded here, not the absence of a real-world concern.
| Concern / example paper | Papers | Share | Raised as a problem | Worldwide share |
|---|---|---|---|---|
| Privacy & surveillanceSecurity, privacy and safety evaluation of dynamic and static fleets of drones | 7 | 0.12% | 1 (14.3%) | 0.12% |
| Hardware, e-waste & supply chainIBM Blends Heuristics and Optimization to Plan Its Semiconductor Supply Chain | 6 | 0.11% | 0 (0.0%) | 0.11% |
| Concentration of compute powerOn the Optimization & Equilibrium of Demand in Supply Chain Based on the Value-adding Mechanism of Information Sharing | 4 | 0.07% | 1 (25.0%) | 0.07% |
| Bias & fairnessDynamic Shared Autonomous Vehicle Fleet Operations with Consideration of Fairness | 2 | 0.04% | 1 (50.0%) | 0.04% |
| Carbon & emissions of computeUsing Artificial Intelligence to Reduce Carbon Emissions from the Saudi Commercial Fleet | 1 | 0.02% | 0 (0.0%) | 0.02% |
| Labour & data workGender continues to play a role in fleet salaries | 1 | 0.02% | 0 (0.0%) | 0.02% |
| Energy & datacenter footprint | 0 | 0.0% | 0 (%) | 0.0% |
| Water use | 0 | 0.0% | 0 (%) | 0.0% |
| Safety & misuse | 0 | 0.0% | 0 (%) | 0.0% |
Institution and researcher rankings use citations to their covered work. Research scope: worldwide. This may be broader than the company geography.
Company counts, hiring and disclosed funding across the recorded hubs.
43.9% across the displayed hubs
4 companies hiring · $1.1B disclosed funding
Explore companies in Sao Paulo ↗18.3% across the displayed hubs
2 companies hiring · $1.6B disclosed funding
Explore companies in Rio De Janeiro ↗6.7% across the displayed hubs
2 companies hiring · $0 disclosed funding
Explore companies in São Paulo ↗
6.7% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Guarulhos ↗6.7% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Belo Horizonte ↗
6.1% across the displayed hubs
0 companies hiring · $0 disclosed funding
Explore companies in Santos ↗
6.1% across the displayed hubs
1 companies hiring · $155.0M disclosed funding
Explore companies in Curitiba ↗
5.5% across the displayed hubs
1 companies hiring · $0 disclosed funding
Explore companies in Barueri ↗Clear definitions for making better comparisons.
It measures the tracked company ecosystem, recorded funding, hiring and other available evidence. It is not a market-size estimate.
No. A company can belong to several segments, so segment counts and funding can overlap.
A dash or unavailable panel means the current reviewed source snapshot does not support that figure.
Company ecosystem snapshot: 2 September 2026. Funding is recorded in USD; filed accounts retain their stated currency and reporting basis. Each section identifies its own coverage. The news and research behind these sections is explorable in Prism.
Canonical landscape ↗